{"id":26560,"date":"2023-05-09T08:54:52","date_gmt":"2023-05-09T06:54:52","guid":{"rendered":"https:\/\/kinit.sk\/network-intrusion-detection-using-machine-learning\/"},"modified":"2023-05-10T09:50:12","modified_gmt":"2023-05-10T07:50:12","slug":"detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\/","title":{"rendered":"Detekcia kybernetick\u00fdch \u00fatokov na po\u010d\u00edta\u010dov\u00fdch sie\u0165ach s vyu\u017eit\u00edm strojov\u00e9ho u\u010denia"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p><strong>\u010ci u\u017e sa n\u00e1m to p\u00e1\u010di alebo nie, informa\u010dn\u00e9 technol\u00f3gie hlboko prenikli do mnoh\u00fdch oblast\u00ed n\u00e1\u0161ho ka\u017edodenn\u00e9ho \u017eivota. V\u00e4\u010d\u0161ina z n\u00e1s si u\u017e nevie predstavi\u0165 svoj de\u0148 bez mobiln\u00e9ho telef\u00f3nu alebo po\u010d\u00edta\u010da, \u010di u\u017e ho vyu\u017e\u00edvame na pracovn\u00e9 alebo osobn\u00e9 \u00fa\u010dely. Pr\u00e1ve tento stav sa sna\u017eia neust\u00e1le vyu\u017ei\u0165 kyberzlo\u010dinci, ktor\u00ed s cie\u013eom nadobudn\u00fa\u0165 finan\u010dn\u00fd zisk ohrozuj\u00fa technol\u00f3gie, ktor\u00e9 pou\u017e\u00edvame. Mus\u00edme preto chr\u00e1ni\u0165 svoje syst\u00e9my, aby sme minimalizovali pravdepodobnos\u0165 \u00faspe\u0161n\u00e9ho kybernetick\u00e9ho \u00fatoku a jeho potenci\u00e1lne \u0161kody.<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Okrem <a href=\"https:\/\/kinit.sk\/sk\/projekt\/eset-machine-learning-for-malware-clustering\/\">klastrovania malv\u00e9ru<\/a> sme v KInITe akt\u00edvni aj v oblasti syst\u00e9mov na detekciu naru\u0161enia siete (NIDS). NIDS s\u00fa po\u010d\u00edta\u010dov\u00e9 syst\u00e9my, ktor\u00e9 sl\u00fa\u017eia na odhalenie prebiehaj\u00facich kybernetick\u00fdch \u00fatokov alebo pokusov o ne. Ich \u00falohou je varova\u0165 spr\u00e1vcu syst\u00e9mu, pr\u00edpadne akt\u00edvne vykona\u0165 protiopatrenia na ochranu ohrozen\u00e9ho syst\u00e9mu. <strong>Kombin\u00e1ciou mechanizmu NIDS a techn\u00edk strojov\u00e9ho u\u010denia sa sna\u017e\u00edme vytvori\u0165 adapt\u00edvne a robustn\u00e9 rie\u0161enia, ktor\u00e9 ochr\u00e1nia po\u010d\u00edta\u010dov\u00e9 siete pred najr\u00f4znej\u0161\u00edmi hrozbami. Tieto rie\u0161enia n\u00e1m z\u00e1rove\u0148 umo\u017enia prisp\u00f4sobi\u0165 ich spr\u00e1vanie na z\u00e1klade prostredia, v ktorom je syst\u00e9m nasaden\u00fd.<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Tento projekt sa zameriava na nasledovn\u00e9 aspekty:<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ol class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>Pomocou najmodernej\u0161\u00edch met\u00f3d strojov\u00e9ho u\u010denia zlep\u0161i\u0165 na\u0161e ch\u00e1panie kybernetick\u00fdch hrozieb a ich detekciu.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Vzdel\u00e1va\u0165 verejnos\u0165 prostredn\u00edctvom odborn\u00e9ho semin\u00e1ra a \u010dl\u00e1nkov pre \u0161irok\u00fa verejnos\u0165.<\/li>\n<\/div><\/ol>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Zdokonalenie ch\u00e1pania kybernetick\u00fdch hrozieb a ich detekcie umo\u017en\u00ed na\u0161im v\u00fdskumn\u00edkom lep\u0161ie reagova\u0165 na nov\u00e9 trendy v oblasti kybernetickej bezpe\u010dnosti. T\u00fdmto sp\u00f4sobom bud\u00fa nesk\u00f4r schopn\u00ed doladi\u0165 svoje detek\u010dn\u00e9 modely na \u0161pecifick\u00e9 \u00fa\u010dely relevantn\u00e9 pre bezpe\u010dnostn\u00fa situ\u00e1ciu. \u0160t\u00fadia bude analyzova\u0165 aktu\u00e1lnu literat\u00faru z pr\u00edslu\u0161n\u00fdch vedeck\u00fdch \u010dasopisov a datab\u00e1z. Tieto poznatky bud\u00fa vyu\u017eit\u00e9 v \u010fal\u0161om v\u00fdskume v r\u00e1mci dizerta\u010dnej pr\u00e1ce n\u00e1\u0161ho doktoranda <a href=\"https:\/\/kinit.sk\/sk\/clen\/patrik-goldschmidt\/\">Patrika Goldschmidta,<\/a> ako aj v bud\u00facich projektoch n\u00e1\u0161ho in\u0161tit\u00fatu.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Zdie\u013eanie relevantn\u00fdch inform\u00e1ci\u00ed m\u00e1 z\u00e1sadn\u00fd v\u00fdznam pre zlep\u0161ovanie verejn\u00e9ho povedomia o kybernetickej bezpe\u010dnosti. Pre \u0161irok\u00fa verejnos\u0165 sme pripravili <a href=\"https:\/\/kinit.sk\/part-2-physical-security\/\">\u010dl\u00e1nok<\/a>, ktor\u00fd obsahuje tipy, ako m\u00f4\u017eete zv\u00fd\u0161i\u0165 fyzick\u00fa bezpe\u010dnos\u0165 svojho po\u010d\u00edta\u010da.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Okrem vzdel\u00e1vania \u0161irokej verejnosti sme n\u00e1\u0161 v\u00fdskum prezentovali aj odbornej komunite. N\u00e1\u0161 doktorand Patrik Goldschmidt hovoril o dom\u00e9ne NIDS a o svojom prebiehaj\u00facom v\u00fdskume.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><em>Projekt podporila <a href=\"https:\/\/www.nadaciapontis.sk\/\" target=\"_blank\" rel=\"noreferrer noopener\">Nad\u00e1cia Pontis<\/a> v\u010faka asign\u00e1cii dane spolo\u010dnost\u00ed <a href=\"https:\/\/www.aliter.com\/en\/home\" target=\"_blank\" rel=\"noreferrer noopener\">Aliter Technologies<\/a> a <a href=\"https:\/\/www.metlife.sk\/\" target=\"_blank\" rel=\"noreferrer noopener\">MetLife<\/a>.<\/em><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2023\/05\/Untitled-design-2-1024x209.png\" alt=\"\" class=\"wp-image-26563 lazyload\" width=\"726\" height=\"148\" data-srcset=\"https:\/\/kinit.sk\/wp-content\/uploads\/2023\/05\/Untitled-design-2-1024x209.png 1024w, https:\/\/kinit.sk\/wp-content\/uploads\/2023\/05\/Untitled-design-2-300x61.png 300w, https:\/\/kinit.sk\/wp-content\/uploads\/2023\/05\/Untitled-design-2-768x156.png 768w, https:\/\/kinit.sk\/wp-content\/uploads\/2023\/05\/Untitled-design-2-1536x313.png 1536w, https:\/\/kinit.sk\/wp-content\/uploads\/2023\/05\/Untitled-design-2.png 1910w\" data-sizes=\"(max-width: 726px) 100vw, 726px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 726px; --smush-placeholder-aspect-ratio: 726\/148;\" \/><\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u010ci u\u017e sa n\u00e1m to p\u00e1\u010di alebo nie, informa\u010dn\u00e9 technol\u00f3gie hlboko prenikli do mnoh\u00fdch oblast\u00ed n\u00e1\u0161ho ka\u017edodenn\u00e9ho \u017eivota. V\u00e4\u010d\u0161ina z n\u00e1s si u\u017e nevie predstavi\u0165 svoj de\u0148 bez mobiln\u00e9ho telef\u00f3nu&#8230;<\/p>\n","protected":false},"author":26,"featured_media":25087,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[83,142],"tags":[402,405],"class_list":["post-26560","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-sk","category-2023-sk","tag-machine-learning-sk","tag-cybersecurity-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Detekcia kybernetick\u00fdch \u00fatokov na po\u010d\u00edta\u010dov\u00fdch sie\u0165ach s vyu\u017eit\u00edm strojov\u00e9ho u\u010denia - KInIT<\/title>\n<meta name=\"description\" content=\"\u010ci u\u017e sa n\u00e1m to p\u00e1\u010di alebo nie, informa\u010dn\u00e9 technol\u00f3gie hlboko prenikli do mnoh\u00fdch oblast\u00ed n\u00e1\u0161ho ka\u017edodenn\u00e9ho \u017eivota. V\u00e4\u010d\u0161ina z n\u00e1s si u\u017e nevie predstavi\u0165 svoj de\u0148 bez mobiln\u00e9ho telef\u00f3nu alebo po\u010d\u00edta\u010da, \u010di u\u017e ho vyu\u017e\u00edvame na pracovn\u00e9 alebo osobn\u00e9 \u00fa\u010dely. Pr\u00e1ve tento stav sa sna\u017eia neust\u00e1le vyu\u017ei\u0165 kyberzlo\u010dinci, ktor\u00ed s cie\u013eom nadobudn\u00fa\u0165 finan\u010dn\u00fd zisk ohrozuj\u00fa technol\u00f3gie, ktor\u00e9 pou\u017e\u00edvame. Mus\u00edme preto chr\u00e1ni\u0165 svoje syst\u00e9my, aby sme minimalizovali pravdepodobnos\u0165 \u00faspe\u0161n\u00e9ho kybernetick\u00e9ho \u00fatoku a jeho potenci\u00e1lne \u0161kody.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Detekcia kybernetick\u00fdch \u00fatokov na po\u010d\u00edta\u010dov\u00fdch sie\u0165ach s vyu\u017eit\u00edm strojov\u00e9ho u\u010denia - KInIT\" \/>\n<meta property=\"og:description\" content=\"\u010ci u\u017e sa n\u00e1m to p\u00e1\u010di alebo nie, informa\u010dn\u00e9 technol\u00f3gie hlboko prenikli do mnoh\u00fdch oblast\u00ed n\u00e1\u0161ho ka\u017edodenn\u00e9ho \u017eivota. V\u00e4\u010d\u0161ina z n\u00e1s si u\u017e nevie predstavi\u0165 svoj de\u0148 bez mobiln\u00e9ho telef\u00f3nu alebo po\u010d\u00edta\u010da, \u010di u\u017e ho vyu\u017e\u00edvame na pracovn\u00e9 alebo osobn\u00e9 \u00fa\u010dely. Pr\u00e1ve tento stav sa sna\u017eia neust\u00e1le vyu\u017ei\u0165 kyberzlo\u010dinci, ktor\u00ed s cie\u013eom nadobudn\u00fa\u0165 finan\u010dn\u00fd zisk ohrozuj\u00fa technol\u00f3gie, ktor\u00e9 pou\u017e\u00edvame. Mus\u00edme preto chr\u00e1ni\u0165 svoje syst\u00e9my, aby sme minimalizovali pravdepodobnos\u0165 \u00faspe\u0161n\u00e9ho kybernetick\u00e9ho \u00fatoku a jeho potenci\u00e1lne \u0161kody.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinit.sk\/sk\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\/\" \/>\n<meta property=\"og:site_name\" content=\"KInIT\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-09T06:54:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-05-10T07:50:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinit.sk\/wp-content\/uploads\/2023\/02\/Web_news_feature_general_3.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1800\" \/>\n\t<meta property=\"og:image:height\" content=\"942\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Marianna Palkova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kinit\" \/>\n<meta name=\"twitter:site\" content=\"@kinit\" \/>\n<meta name=\"twitter:label1\" content=\"Autor\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marianna Palkova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 min\u00faty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\\\/\"},\"author\":{\"name\":\"Marianna Palkova\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"headline\":\"Detekcia kybernetick\u00fdch \u00fatokov na po\u010d\u00edta\u010dov\u00fdch sie\u0165ach s vyu\u017eit\u00edm strojov\u00e9ho u\u010denia\",\"datePublished\":\"2023-05-09T06:54:52+00:00\",\"dateModified\":\"2023-05-10T07:50:12+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\\\/\"},\"wordCount\":475,\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/Web_news_feature_general_3.png\",\"keywords\":[\"machine learning\",\"cybersecurity\"],\"articleSection\":[\"News\",\"2023\"],\"inLanguage\":\"sk-SK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\\\/\",\"url\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\\\/\",\"name\":\"Detekcia kybernetick\u00fdch \u00fatokov na po\u010d\u00edta\u010dov\u00fdch sie\u0165ach s vyu\u017eit\u00edm strojov\u00e9ho u\u010denia - KInIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/detekcia-kybernetickych-utokov-na-pocitacovych-sietach-s-vyuzitim-strojoveho-ucenia\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/Web_news_feature_general_3.png\",\"datePublished\":\"2023-05-09T06:54:52+00:00\",\"dateModified\":\"2023-05-10T07:50:12+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"description\":\"\u010ci u\u017e sa n\u00e1m to p\u00e1\u010di alebo nie, informa\u010dn\u00e9 technol\u00f3gie hlboko prenikli do mnoh\u00fdch oblast\u00ed n\u00e1\u0161ho ka\u017edodenn\u00e9ho \u017eivota. 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